no code implementations • 27 Jan 2024 • Yuxin Liang, Zhuoyang Song, Hao Wang, Jiaxing Zhang
We evaluate the ability of Large Language Models (LLMs) to discern and express their internal knowledge state, a key factor in countering factual hallucination and ensuring reliable application of LLMs.
no code implementations • 8 Dec 2023 • Junyu Lu, Dixiang Zhang, Songxin Zhang, Zejian Xie, Zhuoyang Song, Cong Lin, Jiaxing Zhang, BingYi Jing, Pingjian Zhang
During the instruction fine-tuning stage, we introduce semantic-aware visual feature extraction, a crucial method that enables the model to extract informative features from concrete visual objects.
Ranked #1 on Image Captioning on nocaps entire